◉GEMINI LABJP
●ROBOTICS — The ER 1.6 preview that shut down on August 31 does have a successor. Gemini Robotics ER 2 is in public preview, in both standard and streaming variants●VIDEO — ER 2 judges success and failure from live video rather than still snapshots, which is what lets it catch spills, slips, and misalignments while a task is still running●DEADLINE — Next up is September 30, when gemini-omni-flash-preview is retired. The target is gemini-omni-1.1-flash, GA since August 27, and there are now under four weeks left●APIKEY — Every remaining standard API key, restricted ones included, stops working during September. The replacement is an auth key bound to a Google Cloud service account●PRICE — Gemini 3.7 Flash keeps its introductory $0.75/$3.75 per 1M through December 31, then moves to $1.50/$7.50 on January 1, 2027. Any estimate crossing the year needs both figures●AUDIO — Gemini 3.5 Transcribe handles language detection across 85+ languages, speaker diarization, word-level timestamps, and custom vocabulary biasing of up to 1,000 terms●ROBOTICS — The ER 1.6 preview that shut down on August 31 does have a successor. Gemini Robotics ER 2 is in public preview, in both standard and streaming variants●VIDEO — ER 2 judges success and failure from live video rather than still snapshots, which is what lets it catch spills, slips, and misalignments while a task is still running●DEADLINE — Next up is September 30, when gemini-omni-flash-preview is retired. The target is gemini-omni-1.1-flash, GA since August 27, and there are now under four weeks left●APIKEY — Every remaining standard API key, restricted ones included, stops working during September. The replacement is an auth key bound to a Google Cloud service account●PRICE — Gemini 3.7 Flash keeps its introductory $0.75/$3.75 per 1M through December 31, then moves to $1.50/$7.50 on January 1, 2027. Any estimate crossing the year needs both figures●AUDIO — Gemini 3.5 Transcribe handles language detection across 85+ languages, speaker diarization, word-level timestamps, and custom vocabulary biasing of up to 1,000 terms
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◧ Workspace/2026-05-25Intermediate

Why I Stopped Organizing Gmail and Let Gemini Recover My Memory Instead

Running six domains as an indie developer means my Gmail accounts are buried under tens of thousands of unfiled messages. Here is how I switched from asking Gemini to find emails to asking it to answer questions, with the traps I hit along the way.

◈ Gemini API/2026-05-25Intermediate

Implementation Notes: Building a Personal Blog Operations Dashboard with Streamlit and the Gemini API

Notes from building a single-pane operations dashboard that unifies Google Search Console and GA4 data with Gemini 2.5 Flash-powered quality scoring, after burning out on switching between 12 browser tabs across six sites every morning. Includes the full Streamlit implementation and weekly low-quality detection job.

◈ Gemini API/2026-05-23Intermediate

Six Weeks of Running an App Store vs. Google Play Review Diff with Gemini

A six-week record of using the Gemini API to classify App Store and Google Play reviews in parallel and surface platform-specific priority items. Notes from running this on an indie wallpaper app with 50M+ cumulative downloads, including the three platform gaps that actually showed up and the monthly cost.

⬡ Gemini Advanced/2026-05-05Intermediate

Gemini 3.1 Pro: An Indie Developer's Honest Review After 3 Months of Daily Use

A genuine assessment of Gemini 3.1 Pro from someone who uses it daily: what improved over 2.5 Pro, 15 tasks where it excels, 5 where it falls short, and how to split work with Claude Opus 4.6.